{"id":"W3149720288","doi":"10.1016/j.neubiorev.2021.03.032","title":"Psychosocial issues in isolated and confined extreme environments","year":2021,"lang":"en","type":"review","venue":"Neuroscience & Biobehavioral Reviews","topic":"Spaceflight effects on biology","field":"Medicine","cited_by":130,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Canadian Space Agency; University of British Columbia; National Aeronautics and Space Administration","keywords":"Psychosocial; Interpersonal communication; Psychology; Crew; Autonomy; Group cohesiveness; Coping (psychology); Applied psychology; Social psychology; Engineering; Clinical psychology; Political science; Psychotherapist","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006437586,0.000702236,0.003724081,0.0003120854,0.00007970355,0.00006355925,0.000316912,0.0005502218,0.0002458347],"category_scores_gemma":[0.0003893723,0.0005106427,0.0004682707,0.0009046204,0.0004638356,0.00009162326,0.0001890447,0.0007809806,0.0001538446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001124332,"about_ca_system_score_gemma":0.0001780221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004387247,"about_ca_topic_score_gemma":0.00001776072,"domain_scores_codex":[0.996052,0.0005581793,0.001121826,0.001324416,0.000338672,0.0006048499],"domain_scores_gemma":[0.9984343,0.000007667804,0.0005173894,0.0007318007,0.00001844785,0.0002903606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007037222,0.0002156299,0.0006699412,0.001480987,2.655262e-7,0.000263759,0.00001815109,1.798848e-9,0.001255613,0.00000681812,0.0009924605,0.9950894],"study_design_scores_gemma":[0.0003675341,0.000461263,0.0005810518,0.009095337,0.0004456897,0.0002912533,0.000003627529,0.000001948359,0.000002556146,9.512544e-7,0.9883672,0.0003816055],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003220067,0.9959246,0.000008878778,0.00004856877,0.0006632458,0.002908915,0.00002025966,0.00003428917,0.00006924634],"genre_scores_gemma":[0.00002826396,0.9977658,0.0001351357,0.0006232797,0.0001182238,0.0002824265,0.00007493367,0.00005557238,0.0009163145],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9947077,"threshold_uncertainty_score":0.9997345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1904670294377405,"score_gpt":0.4440188593914681,"score_spread":0.2535518299537277,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}